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Approximate Bayesian Inference
| Approximate Bayesian Inference |
| Autore | Alquier Pierre |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (508 p.) |
| Soggetto topico |
Mathematics and Science
Research and information: general |
| Soggetto non controllato |
approximate Bayesian computation
Approximate Bayesian Computation approximate Bayesian computation (ABC) Bayesian inference Bayesian sampling Bayesian statistics Bethe free energy bifurcation complex systems control variates data imputation data streams deep learning differential evolution differential privacy (DP) discrete state space dynamical systems Edward-Sokal coupling entropy ergodicity expectation-propagation factor graphs fixed-form variational Bayes Gaussian generalisation bounds Gibbs posterior gradient descent greedy algorithm Hamilton Monte Carlo hyperparameters integrated nested laplace approximation Kullback-Leibler divergence Langevin dynamics Langevin Monte Carlo Laplace approximations machine learning Markov chain Markov chain Monte Carlo Markov Chain Monte Carlo Markov kernels MCMC MCMC-SAEM mean-field message passing meta-learning Monte Carlo integration network modeling network variability neural networks no free lunch theorems non-reversible dynamics online learning online optimization PAC-Bayes PAC-Bayes theory particle flow principal curves priors probably approximately correct regret bounds Riemann Manifold Hamiltonian Monte Carlo robustness sequential learning sequential Monte Carlo Sequential Monte Carlo sleeping experts sparse vector technique (SVT) statistical learning theory statistical mechanics Stiefel manifold stochastic gradients stochastic volatility thinning variable flow variational approximations variational Bayes variational free energy variational inference variational message passing |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576874903321 |
Alquier Pierre
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Mathematical Finance with Applications
| Mathematical Finance with Applications |
| Autore | Wong Wing-Keung |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (232 p.) |
| Soggetto topico | Collecting coins, banknotes, medals and other related items |
| Soggetto non controllato |
applications
artificial neural network auto-regressive integrated moving average bivariate first-degree stochastic dominance (BFSD) capital structure causality tests chi-square test Chinese stock market crash cluster analysis conditional value-at-risk copulas correlation loving (CL) CVaR CVaR estimation density functions dependence structures deviation distribution functions equity index networks equity option pricing error ES expected shortfall factor models finance financial models firm performance hedge ratios investment home bias (IHB) jumps keeping up with the Joneses (KUJ) leverage linear programming linear regression long-term debt machine learning mathematics minimization multi-factor model OLS and ridge regression model optimal weights portfolio safeguard probability PSG python quadrangle quantile quotient of random variables regression regret return spillover risk risk factors shock spillover statistics stochastic process-geometric Brownian motion stochastic volatility stock price prediction superquantile US financial crisis VaR volatility spillover |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557703703321 |
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Wong Wing-Keung
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Risk Measures with Applications in Finance and Economics / Michael McAleer, Wing-Keung Wong
| Risk Measures with Applications in Finance and Economics / Michael McAleer, Wing-Keung Wong |
| Autore | McAleer Michael |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (536 p.) |
| Soggetto non controllato |
risk assessment
VIX business groups SHARE asymptotic approximation European stock markets whole life insurance dynamic hedging risk-neutral distribution cooperative banks Data Envelopment Analysis (DEA) group-affiliated early warning system factor models smoothing process GMC falsified products S&P 500 index options credit derivatives corporate sustainability term life insurance risk management crude oil financial stability social efficiency dynamic conditional correlation emerging market out-of-sample forecast financial crisis binomial tree news release green energy perceived usefulness Bayesian approach two-level optimization probability of default bank risk SYMBOL information asymmetry CoVaR probabilistic cash flow japonica rice production bank profitability Monte Carlo Simulations gain-loss ratio coherent risk measures Mezzanine Financing national health system option value conscientiousness online purchase intention Slovak enterprises spot and futures prices liquidity premium institutional voids utility random forests bankruptcy optimizing financial model sustainable food security system dynamic panel co-dependence modelling financial performance time-varying correlations Project Financing future health risk generalized autoregressive score functions volatility spillovers financial risks simulations life insurance emotion finance risk markov regime switching diversification production frontier function Granger causality health risk risks mitigation returns and volatility sadness low-income country the sudden stop of capital inflow bank failure China’s food policy objective health status IPO underpricing polarity climate change stock return volatility sentiment analysis empirical process full BEKK stochastic frontier model perceived ease of use volatility transmission openness to experience sustainability low carbon targets quasi likelihood ratio (QLR) test banking regulation sustainable development specification testing fossil fuels time-varying copula function tree structures monthly CPI data coal cartel regular vine copulas sustainability of economic recovery ANN EGARCH-m financial security leniency program financial hazard map uncertainty termination causal path stakeholder theory technological progress banking investment horizon regression model two-level CES function joy the optimal scale of foreign exchange reserve carbon emissions stochastic volatility B-splines self-perceived health sovereign credit default swap (SCDS) RV5MIN utility maximization credit risk policy simulation socially responsible investment portfolio selection scientific verification European banking system risk-free rate wild bootstrap medication investment profitability Amihud’s illiquidity ratio multivariate regime-switching inflation forecast risk aversion market timing need hierarchy theory variance diagonal BEKK conjugate prior risk moving averages financial risk risk measures |
| ISBN |
9783038974444
3038974447 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346660703321 |
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McAleer Michael
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Risks : Feature Papers 2020
| Risks : Feature Papers 2020 |
| Autore | Steffensen Mogens |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (170 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
agricultural commodity futures
ARMA model Brownian bridges contagion copula economic policy uncertainty fiscal policy uncertainty gamma bridges gamma processes Greeks Hawkes process house price prediction information-based asset pricing insurance plan Lévy process Lévy processes lifestyle factors machine learning market reflexivity medical services' consumption monetary policy uncertainty nonlinear filtering option pricing poisson autoregressive models predictive monitoring price discovery probability-integral transform random forest real estate risk sensitivity stochastic volatility stock-bond correlation structural equation model subordination time series time-change variance gamma processes VIX volatility |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Risks |
| Record Nr. | UNINA-9910557488303321 |
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Steffensen Mogens
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Yield curve modeling and forecasting [[electronic resource] ] : the dynamic Nelson-Siegel approach / / Francis X. Diebold and Glenn D. Rudebusch
| Yield curve modeling and forecasting [[electronic resource] ] : the dynamic Nelson-Siegel approach / / Francis X. Diebold and Glenn D. Rudebusch |
| Autore | Diebold Francis X. <1959-> |
| Edizione | [Course Book] |
| Pubbl/distr/stampa | Princeton, : Princeton University Press, c2013 |
| Descrizione fisica | 1 online resource (225 p.) |
| Disciplina | 332.63/2042 |
| Altri autori (Persone) | RudebuschGlenn D. <1959-> |
| Collana | The Econometric and Tinbergen Institutes lectures |
| Soggetto topico | Bonds - Mathematical models |
| Soggetto non controllato |
AFNS
Bayesian analysis DNS NelsonГiegel curve fitting RudebuschЗu model affine arbitrage-free models arbitrage-free NelsonГiegel models arbitrage-free dynamic NelsonГiegel arbitrage-free models credit spreads dynamic NelsonГiegel model dynamic NelsonГiegel modeling dynamic yield curve forecasting dynamic yield curve modeling factor loadings forecasting macro-finance yield curve modeling multicountry modeling risk management stateгpace structure stochastic volatility yield curve fitting yield curve models yield curve |
| ISBN |
1-299-05121-9
1-4008-4541-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front matter -- Contents -- Illustrations -- Introduction -- Preface -- Additional Acknowledgment -- 1. Facts, Factors, and Questions -- 2. Dynamic Nelson-Siegel -- 3. Arbitrage-Free Nelson-Siegel -- 4. Extensions -- 5. Macro-Finance -- 6. Epilogue -- Appendixes -- Appendix A: Two-Factor AFNS Calculations -- Appendix B: Details of AFNS Restrictions -- Appendix C: The AFGNS Yield-Adjustment Term -- Bibliography -- Index |
| Record Nr. | UNINA-9910786024703321 |
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Diebold Francis X. <1959->
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| Princeton, : Princeton University Press, c2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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